{"schema_version":"onlylabs.public_signal.v1","title":"xAI Job: Material Flow Engineer - Data Center Operations","description":"xAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c","json_url":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c/signal.json","generated_at":"2026-06-11T02:32:30.111234+00:00","org":{"slug":"xai","name":"xAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/xai","dossier_json_url":"https://onlylabs.fyi/labs/xai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c","signal_json":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c/signal.json","source":"https://job-boards.greenhouse.io/xai/jobs/5123360007","lab_dossier":"https://onlylabs.fyi/labs/xai","lab_dossier_json":"https://onlylabs.fyi/labs/xai/dossier.json","analysis":"https://onlylabs.fyi/analysis/xai","analysis_json":"https://onlylabs.fyi/analysis/xai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"xAI opened Material Flow Engineer - Data Center Operations (Memphis, TN). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Memphis, TN · Routine job opening, low notability. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand in the data-business radar.","signal_desk":"hiring","source_context":{"source_url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","source_host":"job-boards.greenhouse.io","occurred_at":"2026-06-03T18:41:01+00:00","first_seen_at":"2026-06-05T05:42:58.637283+00:00","date_source":"source","context":"Memphis, TN"},"context_markers":[{"label":"Lab","value":"xAI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"job-boards.greenhouse.io","source":"source"},{"label":"Location","value":"Memphis, TN","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job opening, low notability","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://job-boards.greenhouse.io/xai/jobs/5123360007"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:32:30.111234+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}],"matched_terms":["data"],"score":15,"reason":"xAI has a job signal matching data demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c/signal.json","dossier_json":"https://onlylabs.fyi/labs/xai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/xai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","evidence_focus":["role title","team or function","location","job description","data, eval, infra, safety, product, and GTM terms"],"extraction_questions":["Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Which roles imply data, evaluation, infrastructure, or platform spend?","Which labs have hiring signals without a fresh standing analysis?"],"signal_questions":["What demand signal does this role create for teams, locations, infrastructure, evals, or data workflows?","Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Which data-business lane explains this signal: Data demand?","Do the 6 related job signals show a repeated pattern?"],"output_fields":["org","team","location","role_theme","data_business_lane","evidence_url"],"data_business_relevance":"Hiring is the earliest demand signal for where frontier labs may need data products, eval tooling, infra vendors, and workflow support.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/xai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/xai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze xAI's job signal \"Material Flow Engineer - Data Center Operations\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"xAI","predicate":"opened","object":"role Material Flow Engineer - Data Center Operations","text":"xAI opened role Material Flow Engineer - Data Center Operations."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"is classified as","object":"job signal","text":"Material Flow Engineer - Data Center Operations is classified as job signal."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"belongs to","object":"hiring desk","text":"Material Flow Engineer - Data Center Operations belongs to hiring desk."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has context","object":"Memphis, TN","text":"Material Flow Engineer - Data Center Operations has context Memphis, TN."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Material Flow Engineer - Data Center Operations has evidence coverage 1 captured evidence page."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"matches data-business lanes","object":"Data demand","text":"Material Flow Engineer - Data Center Operations matches data-business lanes Data demand."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has captured page count","object":"1","text":"Material Flow Engineer - Data Center Operations has captured page count 1."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has readable page count","object":"1","text":"Material Flow Engineer - Data Center Operations has readable page count 1."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has related signal count","object":"6","text":"Material Flow Engineer - Data Center Operations has related signal count 6."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has analysis playbook objective","object":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","text":"Material Flow Engineer - Data Center Operations has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Material Flow Engineer - Data Center Operations has source host job-boards.greenhouse.io."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has lab","object":"xAI","text":"Material Flow Engineer - Data Center Operations has lab xAI."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has signal desk","object":"hiring","text":"Material Flow Engineer - Data Center Operations has signal desk hiring."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Material Flow Engineer - Data Center Operations has source host job-boards.greenhouse.io."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has location","object":"Memphis, TN","text":"Material Flow Engineer - Data Center Operations has location Memphis, TN."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has ats","object":"greenhouse","text":"Material Flow Engineer - Data Center Operations has ats greenhouse."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has notability","object":"Routine job opening, low notability","text":"Material Flow Engineer - Data Center Operations has notability Routine job opening, low notability."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has radar lane","object":"Data demand","text":"Material Flow Engineer - Data Center Operations has radar lane Data demand."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has matched term","object":"data","text":"Material Flow Engineer - Data Center Operations has matched term data."}]},"intelligence":{"signal_desk":"hiring","answer":"xAI opened Material Flow Engineer - Data Center Operations (Memphis, TN). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Memphis, TN · Routine job opening, low notability. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"xAI","predicate":"opened","object":"role Material Flow Engineer - Data Center Operations","text":"xAI opened role Material Flow Engineer - Data Center Operations."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"is classified as","object":"job signal","text":"Material Flow Engineer - Data Center Operations is classified as job signal."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"belongs to","object":"hiring desk","text":"Material Flow Engineer - Data Center Operations belongs to hiring desk."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has context","object":"Memphis, TN","text":"Material Flow Engineer - Data Center Operations has context Memphis, TN."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Material Flow Engineer - Data Center Operations has evidence coverage 1 captured evidence page."},{"subject":"Material Flow Engineer - Data Center Operations","predicate":"matches data-business lanes","object":"Data demand","text":"Material Flow Engineer - Data Center Operations matches data-business lanes Data demand."}]},"signal":{"id":"8b093304-2bbc-40b9-887c-13c3dbb6220c","url":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c","json_url":"https://onlylabs.fyi/signals/8b093304-2bbc-40b9-887c-13c3dbb6220c/signal.json","source_url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","title":"Material Flow Engineer - Data Center Operations","summary":"xAI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Memphis, TN","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-03T18:41:01+00:00","first_seen_at":"2026-06-05T05:42:58.637283+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://job-boards.greenhouse.io/xai/jobs/5123360007"]},"facets":{"location":"Memphis, TN","ats":"greenhouse"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":15,"matched_terms":["data"],"reason":"xAI has a job signal matching data demand."}},"primary_evidence_page":{"url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","final_url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","title":"Material Flow Engineer - Data Center Operations","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:32:30.111234+00:00","bytes":86551,"raw_path":"b7f48d1603e37187a1f8b4ad0b1c95b328e401708e625702b1721804b7c91254.html","content_hash":"5fae370892667ea1078fc5d412df8eb88e932035d642ab5ce3f581f8b80af7a5","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Material Flow Engineer - Data Center Operations at xAI Back to jobs Material Flow Engineer - Data Center Operations Memphis, TN Apply ABOUT xAI xAI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Our team is small, highly motivated, and focused on engineering excellence. This organization is for individuals who appreciate challenging themselves and thrive on curiosity. We operate with a flat organizational structure. All employees are expected to be hands-on and to contribute directly to the company’s mission. Leadership is given to those who show initiative and consistently deliver excellence. Work ethic and strong prioritization skills are important. All employees are expected to have strong communication skills. They should be able to concisely and accurately share knowledge with their teammates. ABOUT THE ROLE: xAI is currently seeking an experienced Material Flow Engineer to analyze, design, and optimize the receiving, storage, movement, and presentation of materials for all data center build operations. Logistics Engineers are responsible for developing and implementing material..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","final_url":"https://job-boards.greenhouse.io/xai/jobs/5123360007","title":"Material Flow Engineer - Data Center Operations","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:32:30.111234+00:00","bytes":86551,"raw_path":"b7f48d1603e37187a1f8b4ad0b1c95b328e401708e625702b1721804b7c91254.html","content_hash":"5fae370892667ea1078fc5d412df8eb88e932035d642ab5ce3f581f8b80af7a5","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Material Flow Engineer - Data Center Operations at xAI Back to jobs Material Flow Engineer - Data Center Operations Memphis, TN Apply ABOUT xAI xAI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Our team is small, highly motivated, and focused on engineering excellence. This organization is for individuals who appreciate challenging themselves and thrive on curiosity. We operate with a flat organizational structure. All employees are expected to be hands-on and to contribute directly to the company’s mission. Leadership is given to those who show initiative and consistently deliver excellence. Work ethic and strong prioritization skills are important. All employees are expected to have strong communication skills. They should be able to concisely and accurately share knowledge with their teammates. ABOUT THE ROLE: xAI is currently seeking an experienced Material Flow Engineer to analyze, design, and optimize the receiving, storage, movement, and presentation of materials for all data center build operations. Logistics Engineers are responsible for developing and implementing material..."}],"related_signals":[{"id":"7b85ab9d-22fb-4cc3-b2dc-475161ae2073","url":"https://onlylabs.fyi/signals/7b85ab9d-22fb-4cc3-b2dc-475161ae2073","source_url":"https://job-boards.greenhouse.io/xai/jobs/5161492007","title":"Procurement Analyst (Temporary) ","context":"Jacksonville, FL","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T23:06:16+00:00","first_seen_at":"2026-06-11T07:01:17.588498+00:00","date_source":"greenhouse.updated_at"},{"id":"7b069296-5de5-4afd-8db4-a45dcb7fe0cd","url":"https://onlylabs.fyi/signals/7b069296-5de5-4afd-8db4-a45dcb7fe0cd","source_url":"https://job-boards.greenhouse.io/xai/jobs/5161485007","title":"Warehouse Manager (Temporary) ","context":"Jacksonville, FL","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T23:06:07+00:00","first_seen_at":"2026-06-11T07:01:17.588498+00:00","date_source":"greenhouse.updated_at"},{"id":"cf4240a8-30fd-429a-8bac-8c0f28f77922","url":"https://onlylabs.fyi/signals/cf4240a8-30fd-429a-8bac-8c0f28f77922","source_url":"https://job-boards.greenhouse.io/xai/jobs/5161447007","title":"Warehouse Supervisor (Temporary)","context":"Conroe, TX; Jacksonville, FL","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T23:05:57+00:00","first_seen_at":"2026-06-11T07:01:17.588498+00:00","date_source":"greenhouse.updated_at"},{"id":"cdbf7519-dc89-4738-bcba-3c127aad8d90","url":"https://onlylabs.fyi/signals/cdbf7519-dc89-4738-bcba-3c127aad8d90","source_url":"https://job-boards.greenhouse.io/xai/jobs/5161437007","title":"Logistics Specialist (Temporary) ","context":"Conroe, TX; Jacksonville, FL","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T23:05:45+00:00","first_seen_at":"2026-06-11T07:01:17.588498+00:00","date_source":"greenhouse.updated_at"},{"id":"0cf159a5-cd5f-4389-bab7-3de0e827b4c4","url":"https://onlylabs.fyi/signals/0cf159a5-cd5f-4389-bab7-3de0e827b4c4","source_url":"https://job-boards.greenhouse.io/xai/jobs/5080521007","title":"Porter","context":"Austin, TX","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T22:28:15+00:00","first_seen_at":"2026-06-05T05:42:58.637283+00:00","date_source":"greenhouse.updated_at"},{"id":"40650908-ac98-493a-8fd7-d3084a5ddcc4","url":"https://onlylabs.fyi/signals/40650908-ac98-493a-8fd7-d3084a5ddcc4","source_url":"https://job-boards.greenhouse.io/xai/jobs/5149405007","title":"Porter","context":"Memphis, TN","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-06-10T22:28:12+00:00","first_seen_at":"2026-06-05T05:42:58.637283+00:00","date_source":"greenhouse.updated_at"}]}